Pre-Seed · 2026

Adsidian.ai

The Operating System for
AI-Native Ad Agencies

Agency OS AI Agents Meta Ads Cross-Platform
The Problem

Small ad agencies are drowning in manual work

60,000+ digital ad agencies in the US. The vast majority are teams under 50 people spending 70% of their time on repetitive campaign management instead of strategy and growth.

60K+
US Digital Ad Agencies
70%
Time Spent on Manual Tasks
$58B
Industry Revenue
13.6%
CAGR Growth

The tools that exist — Meta Advantage+, point solutions, generic AI copilots — are built for brands, not the agencies that run their campaigns. Agencies need an operating system, not another tool.

The Insight

AI tools built for brands don't work for agencies

There are three levels of AI adoption. Every tool on the market today stops at Level 2. Agencies need Level 3 to truly transform.

Level 1 — Copilot
ChatGPT, basic AI assistants. Manual prompt-by-prompt. No workflow integration.
Level 2 — Plugins
MCPs, vertical tools, single-task automation. Better, but still fragmented.
Level 3 — Autonomous
Shared team context. Full autonomy. Outputs become inputs. The AI operates as a team member, not a tool.

Adsidian is the first Level 3 platform built specifically for ad agencies. Shared context across clients, autonomous campaign management, and outputs that feed back into optimization — continuously, without human bottlenecks.

The Solution

AI agents that run your agency's campaigns end-to-end

Adsidian gives small ad agencies autonomous AI agents that manage Meta campaigns, generate creative assets, optimize performance, and quality-assure everything — with full human oversight and audit trails.

🔄 Full Campaign Sync

Connect Meta and instantly sync all campaigns, ad sets, and ads. Real-time state across your entire book of business.

🤖 Autonomous Optimization

AI agents continuously analyze performance, identify quick wins, and execute optimizations — with configurable approval gates.

🎨 Native Creative Generation

Built-in AI image and video generation. Create ad variations, test creative concepts, and iterate without leaving the platform.

🔥 Performance Heat Maps

Visualize campaign activity by engagement and internal usage. Know exactly which campaigns need attention — and which clients to bill more.

✅ Agentic QA System

Automated quality assurance validates ad completeness, compliance, and effectiveness before anything goes live.

📊 Full Audit Trail

Every action logged. Every agent decision traceable. Complete transparency for agency owners and their clients.

How It Works

From onboarding to autonomous in minutes

1
Connect
Agency connects their own Meta app to Adsidian. Each agency maintains their own API relationship — no central bottleneck.
2
Sync
Full campaign sync pulls in all campaigns, ad sets, ads, and performance data. Instant visibility across every client.
3
Assess
AI agents run initial analysis, surface quick wins, and build performance heat maps. Immediate value on day one.
4
Automate
Agents begin autonomous optimization. Generate creative. QA ads. Outputs become inputs. The platform gets smarter continuously.

🔑 Key Architecture Decision

Each agency connects via their own Meta app — Adsidian is never the central connector. This eliminates platform risk, preserves agency-Meta relationships, and means onboarding scales without API approval bottlenecks.

Traction

Live in production with real agencies

1
Agency Live on Platform
3
Client Accounts Managed
1
Agency Committed to Beta
1
Client in Pipeline

🏢 Case Study: RM Growth Media

Co-founder Reilly McNamara runs his Meta ad agency entirely on Adsidian — managing 3 client accounts across healthcare and legal verticals. His agency is proof that a 1-person shop on Adsidian can deliver what used to require a team of 5-10.

📈 What We're Proving

• Full campaign management automation for real clients with real ad spend
• AI-generated creative assets in production
• QA system catching issues before they go live
• One operator managing multiple clients without additional hires

A second solopreneur agency has committed to beta testing. Additional agencies being onboarded Q2 2026.

Market Opportunity

Selling picks and shovels to the miners

Every AI ad tool on the market is trying to replace agencies or sell directly to brands. We're doing the opposite — empowering the 60,000+ agencies that manage the spend.

$650B
Global Digital Ad Spend (2025)
$58B
US Agency Industry Revenue
60K+
US Digital Ad Agencies

Our Wedge: Small Agencies (Under 50 People)

~40,000 agencies in this segment. Even at our Starter tier ($299/mo annual), that's a $143M annual revenue opportunity in the US alone. As agencies grow into Growth and Scale tiers, the opportunity expands to $400M+.

Business Model

Tiered platform pricing aligned with agency growth

Priced by client accounts under management — not per seat. Includes AI image & video generation at every tier. ~25% discount for annual commitment.

Starter
$299/mo
$399/mo if month-to-month
→ Up to 10 client accounts
→ 500 images / 25 videos per mo
→ Full campaign automation
→ AI QA & audit trails
→ Performance heat maps
Scale
$1,349/mo
$1,799/mo if month-to-month
→ Unlimited client accounts
→ 5,000 images / 250 videos per mo
→ Everything in Growth
→ Dedicated onboarding
→ Custom integrations

Overage: $0.04/image, $0.40/video beyond included credits. Transparent, not punitive — generation never stops.

Financial Projections

Path to $150K ARR in 12 months

Q2 2026Q3 2026Q4 2026Q1 2027
Paying Agencies5101825
Avg Revenue / Agency$299$375$450$500
Monthly Recurring Revenue$1,495$3,750$8,100$12,500
ARR Run Rate$17.9K$45K$97.2K$150K
Monthly Burn~$5K~$6K~$7K~$7.5K

Unit Economics

CAC: $500–$1,500 (referral-driven)
LTV: ~$9,000 (18mo × ~$500 avg)
LTV:CAC: 6:1 – 18:1
Gross Margin: 80%+
Payback: 1–3 months

Key Growth Lever

Partnership in development with a major ad agency course creator. Their graduates are our exact ICP — new agency owners who need tools from day one. This creates a repeatable distribution channel delivering agencies every cohort at near-zero acquisition cost.

Competitive Landscape

Everyone else is building for brands. We build for agencies.

AdsGency AI
Positioned as "Cursor for ads." Targets brands directly. Wants to replace agencies. $12M raised.
Madgicx
Meta optimization tool. Feature-rich but tactical — a point solution, not an operating system.
Adin.AI
Enterprise AI ad OS. L'Oréal, Vodafone clients. Wrong end of the market for small agencies.
Meta Advantage+
Platform-native AI tools. Locked to Meta. No cross-platform vision. No agency workflow support.

Adsidian's Differentiation

Agency-first — built for the operators, not the brands they serve
Cross-platform — unbiased recommendations across Meta, Google, and beyond
Level 3 autonomy — shared context, not just task automation
Context engineering — our moat is understanding agency workflows at a depth no generic tool can match

Founding Team

Built by an agency owner and an AI architect

CEO · Business & Sales
Reilly McNamara
Founder of RM Growth Media, a Meta-focused ad agency. Our ICP personified — Reilly represents the next generation of agency owners who are AI-native from day one. His agency runs entirely on Adsidian, proving that a 1-person shop can compete with teams 10x its size. Owns go-to-market, sales, partnerships, and agency operations.
CTO · Product & Engineering
William Parish
10+ years building enterprise software platforms across Indeed, Verizon, MagMutual, and Bridge2 Solutions. Led engineering teams of 40+. Last 2 years focused exclusively on AI agent architecture and agentic solutions. Built the entire Adsidian MVP. Additional engineering team ready to scale with funding.

Why this team wins: We're not outsiders guessing what agencies need. One founder runs the agency. The other builds the AI. The product exists because we needed it — and we're building it for every agency like ours.

The Ask

Pre-Seed: $50,000 – $100,000

Capital-efficient raise to get from MVP to seed-ready metrics. MVP is built. Product is live. This round funds customer acquisition and validates the business model.

Use of Funds

Agency acquisition & onboarding (40%)
Infrastructure, API & LLM costs (25%)
Course partnership development (15%)
Legal formation & SAFE docs (10%)
Marketing & content (10%)

12-Month Milestones

10–25 paying agency customers
$8K–$12.5K MRR ($97K–$150K ARR)
Course partnership launched
Google Ads integration in development
Seed-round ready by Q1 2027
Deal Terms
Instrument
SAFE
Valuation Cap
$3–4M
Min Check
$10,000
Target Close
Q2 2026
Vision

The agency OS for
the AI era

We start with Meta. We expand to Google, Microsoft, Apple, and OpenAI ad networks. We become the platform that every small agency runs on — the Shopify of advertising.

2026
Meta-Focused Agency OS
2027
Cross-Platform Expansion
2028+
Full Agency Operating System

reilly@adsidian.ai · william@adsidian.ai

Confidential · March 2026